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Publications of Author

1. Yonghong Peng, Peter A. Flach, Carlos Soares, Pavel Brazdil
   Improved Dataset Characterisation for Meta-learning. [Citation Graph (0, 0)][DBLP]
   Discovery Science, 2002, pp:141-152 [Conf]
   
2. Pavel Brazdil, Carlos Soares
   A Comparison of Ranking Methods for Classification Algorithm Selection. [Citation Graph (0, 0)][DBLP]
   ECML, 2000, pp:63-74 [Conf]
   
3. Pavel Brazdil, Carlos Soares, Rui Pereira
   Reducing Rankings of Classifiers by Eliminating Redundant Classifiers. [Citation Graph (0, 0)][DBLP]
   EPIA, 2001, pp:14-21 [Conf]
   
4. Carlos Soares
   Is the UCI Repository Useful for Data Mining? [Citation Graph (0, 0)][DBLP]
   EPIA, 2003, pp:209-223 [Conf]
   
5. Carlos Soares, Alípio Mário Jorge, Marcos Aurélio Domingues
   Monitoring the Quality of Meta-data in Web Portals Using Statistics, Visualization and Data Mining. [Citation Graph (0, 0)][DBLP]
   EPIA, 2005, pp:371-382 [Conf]
   
6. Carlos Soares, Johann Petrak, Pavel Brazdil
   Sampling-Based Relative Landmarks: Systematically Test-Driving Algorithms Before Choosing. [Citation Graph (0, 0)][DBLP]
   EPIA, 2001, pp:88-95 [Conf]
   
7. Marcos Aurélio Domingues, Carlos Soares, Alípio Mário Jorge
   A Web-Based System to Monitor the Quality of Meta-Data in Web Portals. [Citation Graph (0, 0)][DBLP]
   IAT Workshops, 2006, pp:188-191 [Conf]
   
8. João Gama, Luís Torgo, Carlos Soares
   Dynamic Discretization of Continuous Attributes. [Citation Graph (0, 0)][DBLP]
   IBERAMIA, 1998, pp:160-169 [Conf]
   
9. Carlos Soares, Pavel Brazdil
   A Comparative Study of Some Issues Concerning Algorithm Recommendation Using Ranking Methods. [Citation Graph (0, 0)][DBLP]
   IBERAMIA, 2002, pp:80-89 [Conf]
   
10. João M. Moreira, Alípio Mário Jorge, Carlos Soares, Jorge Freire de Sousa
    Improving SVM-Linear Predictions Using CART for Example Selection. [Citation Graph (0, 0)][DBLP]
    ISMIS, 2006, pp:632-641 [Conf]
    
11. Carlos Soares, Miguel Calejo
    From Graphical Objects to Terms and Back: an Extended Application Framework for Prolog. [Citation Graph (0, 0)][DBLP]
    LPE, 1997, pp:60-69 [Conf]
    
12. Carlos Soares, Pavel Brazdil
    Zoomed Ranking: Selection of Classification Algorithms Based on Relevant Performance Information. [Citation Graph (0, 0)][DBLP]
    PKDD, 2000, pp:126-135 [Conf]
    
13. Carlos Soares, Pavel Brazdil
    Selecting parameters of SVM using meta-learning and kernel matrix-based meta-features. [Citation Graph (0, 0)][DBLP]
    SAC, 2006, pp:564-568 [Conf]
    
14. Carmen Rebelo, Pedro Quelhas Brito, Carlos Soares, Alípio Mário Jorge
    Factor Analysis to Support the Visualization and Interpretation of Clusters of Portal Users. [Citation Graph (0, 0)][DBLP]
    Web Intelligence, 2006, pp:987-990 [Conf]
    
15. Carla Carvalho, Alípio Mário Jorge, Carlos Soares
    Personalization of E-newsletters Based on Web Log Analysis and Clustering. [Citation Graph (0, 0)][DBLP]
    Web Intelligence, 2006, pp:724-727 [Conf]
    
16. Pavel Brazdil, Carlos Soares, Joaquim Pinto da Costa
    Ranking Learning Algorithms: Using IBL and Meta-Learning on Accuracy and Time Results. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 2003, v:50, n:3, pp:251-277 [Journal]
    
17. Carlos Soares, Pavel Brazdil, Petr Kuba
    A Meta-Learning Method to Select the Kernel Width in Support Vector Regression. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 2004, v:54, n:3, pp:195-209 [Journal]
    
18. Rayid Ghani, Carlos Soares
    Data mining for business applications: KDD-2006 workshop. [Citation Graph (0, 0)][DBLP]
    SIGKDD Explorations, 2006, v:8, n:2, pp:79-81 [Journal]
    
19. Carmen Rebelo, Pedro Quelhas Brito, Carlos Soares, Alípio Mário Jorge, Rui Brandão
    Quantitative Evaluation of Clusterings for Marketing Applications: A Web Portal Case Study. [Citation Graph (0, 0)][DBLP]
    EPIA Workshops, 2007, pp:437-448 [Conf]
    
20. Ricardo Vilalta, Christophe G. Giraud-Carrier, Pavel Brazdil, Carlos Soares
    Using Meta-Learning to Support Data Mining. [Citation Graph (0, 0)][DBLP]
    IJCSA, 2004, v:1, n:1, pp:31-45 [Journal]
    
21. 
    Detecting Errors in Foreign Trade Transactions: Dealing with Insufficient Data. [Citation Graph (, )][DBLP]
    
    
22. 
    Metalearning for Gene Expression Data Classification. [Citation Graph (, )][DBLP]
    
    
23. 
    Bio-Inspired Parameter Tunning of MLP Networks for Gene Expression Analysis. [Citation Graph (, )][DBLP]
    
    
24. 
    Bioinspired Parameter Tuning of MLP Networks for Gene Expression Analysis: Quality of Fitness Estimates vs. Number of Solutions Analysed. [Citation Graph (, )][DBLP]
    
    
25. 
    Ensemble Learning: A Study on Different Variants of the Dynamic Selection Approach. [Citation Graph (, )][DBLP]
    
    
26. 
    UCI++: Improved Support for Algorithm Selection Using Datasetoids. [Citation Graph (, )][DBLP]
    
    
27. 
    The Effect of Varying Parameters and Focusing on Bus Travel Time Prediction. [Citation Graph (, )][DBLP]
    
    
28. 
    The Impact of Contextual Information on the Accuracy of Existing Recommender Systems for Web Personalization. [Citation Graph (, )][DBLP]
    
    
29. 
    Selection of Heuristics for the Job-Shop Scheduling Problem Based on the Prediction of Gaps in Machines. [Citation Graph (, )][DBLP]